Context-aware Sequential Recommendation

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S. Rendle, C. Freudenthaler, Z. Gantner, and L. Schmidt-Thieme · 2009

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Recurrent neural network based language model

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Factorizing personalized markov chains for next-basket recommendation

S. Rendle, C. Freudenthaler, and L. Schmidt-Thieme · 2010

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Context-aware recommender systems

G. Adomavicius and A. Tuzhilin · 2011

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Fast context-aware recommendations with factorization machines

S. Rendle, Z. Gantner, C. Freudenthaler, and L. Schmidt-Thieme · 2011

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Tfmap: Optimizing map for top-n context-aware recommendation

Y. Shi, A. Karatzoglou, L. Baltrunas, M. Larson, A. Hanjalic, and N. Oliver · 2012

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Cars2: Learning context-aware representations for context-aware recommendations

Y. Shi, A. Karatzoglou, L. Baltrunas, M. Larson, and A. Hanjalic · 2014

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Sequential click prediction for sponsored search with recurrent neural networks

Original

Y. Zhang, H. Dai, C. Xu, J. Feng, T. Wang, J. Bian, B. Wang, and T.-Y. Liu · 2014

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Cot: Contextual operating tensor for context-aware recommender systems

Q. Liu, S. Wu, and L. Wang · 2015

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Learning hierarchical representation model for next basket recommendation

P. Wang, J. Guo, Y. Lan, J. Xu, S. Wan, and X. Cheng · 2015

Later among the works it cites.

Predicting the next location: A recurrent model with spatial and temporal contexts

Q. Liu, S. Wu, L. Wang, and T. Tan · 2016

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Contextual operation for recommender systems

S. Wu, Q. Liu, L. Wang, and T. Tan · 2016

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A dynamic recurrent model for next basket recommendation

F. Yu, Q. Liu, S. Wu, L. Wang, and T. Tan · 2016

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